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IA e Análise de Dados nas Operações de Aviação
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ISBN10: 6630130014
ISBN13: 9786630130010
Publisher: Edicoes Nosso Conhecimento
Published: Jun 26 2026
Pages: 80
Weight: 0.26
Height: 0.19 Width: 6.00 Depth: 9.00
Language: Portuguese
ISBN13: 9786630130010
Publisher: Edicoes Nosso Conhecimento
Published: Jun 26 2026
Pages: 80
Weight: 0.26
Height: 0.19 Width: 6.00 Depth: 9.00
Language: Portuguese
Esta monografia apresenta uma abordagem abrangente da inteligência artificial e da análise de dados aplicadas à s operações da aviação civil. O trabalho desenvolve uma arquitetura analÃtica em vários nÃveis que abrange a infraestrutura de dados da aviação, os fundamentos da aprendizagem automática para sistemas crÃticos para a segurança e aplicações de segurança preditiva, incluindo a previsão de trajetórias e a manutenção preditiva. Uma contribuição original central é um sistema probabilÃstico de previsão de conflitos no espaço aéreo baseado em Transformer, que combina uma arquitetura de codificador-decodificador adaptada ao domÃnio com distribuições de saÃda gaussianas calibradas. A monografia aborda a aprendizagem federada para o treino de modelos com preservação da privacidade entre prestadores de serviços de navegação aérea distribuÃdos, os quadros regulamentares ao abrigo da EASA, da FAA e da ICAO, e conclui com uma perspetiva estratégica sobre a mobilidade aérea urbana, interfaces de modelos linguÃsticos de grande dimensão, computação quântica e ameaças de cibersegurança aos sistemas ATM impulsionados por IA.
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